AI-Native Context
The problem was never too little data. It's too little of it in the same place at the same moment a human needs it.
AI-Native Context names the SaaS Trap and breaks it—the archipelago of disconnected tools that fifteen years of independent, department-sized purchasing built. The problem was never too little data; it's too little of it in the same place at the same moment a human needs it. Every week, one more bridge, built in public.
Episodes

AI-Native ContextAugust 25, 2026
The Last Mile
The AI hands the work back — and if what it hands back is a file you cannot change without losing your own edits, nothing was actually delivered. Casey's…
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AI-Native ContextAugust 18, 2026
The Memory Challenge
Episode three asked why handing someone your context file still does not hand them the job, and the three hosts kept landing on the same answer: memory. Klemen…
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AI-Native ContextAugust 4, 2026
The Context We Wrote Down
Episode one of AI-Native Context ended on a gap: ask someone for the SOP and you get fifteen bullet points; watch their screen and they click fifty times. The…
Open the episodeAI-Native ContextJuly 28, 2026
Context Is the Next Data
Chris Carolan, Casey Hawkins and Klemen Hrovat open AI-Native Context by naming why context stays stuck: it is dispersed across teams and tools by design.…
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16 short cuts from AI-Native Context — most under a minute, straight into the conversation.
The next step